Agentic workflows powered by large language models are beginning to assist chemists in literature search, summarization, and outline drafting. Though they remain unable to replace expert insight, these systems promise to reshape how reviews are prepared — shifting the human role from exhaustive curator to creative synthesizer, empowered by intelligent, always-on review-copilots.